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Selection bias

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Showing 301–350 of 365 papers

TitleStatusHype
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Deep Counterfactual Networks with Propensity-DropoutCode0
The Structurally Complex with Additive Parent Causality (SCARY) DatasetCode0
A Double Machine Learning Approach for the Evaluation of COVID-19 Vaccine Effectiveness under the Test-Negative Design: Analysis of Québec Administrative DataCode0
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance WeightingCode0
Recursive Causal Structure Learning in the Presence of Latent Variables and Selection BiasCode0
Automated Dependence PlotsCode0
Bounding Counterfactuals under Selection BiasCode0
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect EstimationCode0
BOBA: Byzantine-Robust Federated Learning with Label SkewnessCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset GenerationCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Batch-Mix Negative Sampling for Learning Recommendation RetrieversCode0
Does Interference Exist When Training a Once-For-All Network?Code0
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying OverlapCode0
Doubly Calibrated Estimator for Recommendation on Data Missing Not At RandomCode0
Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm DesignCode0
LLM-Generated Feedback Supports Learning If Learners Choose to Use ItCode0
Effects of sampling skewness of the importance-weighted risk estimator on model selectionCode0
EGEAN: An Exposure-Guided Embedding Alignment Network for Post-Click Conversion EstimationCode0
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit FeedbackCode0
Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled DataCode0
Local Constraint-Based Causal Discovery under Selection BiasCode0
Rethinking recidivism through a causal lensCode0
Robust importance-weighted cross-validation under sample selection biasCode0
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion RateCode0
RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR PredictionCode0
Augmented prediction of a true class for Positive Unlabeled data under selection biasCode0
Generalized Lee BoundsCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User InteractionsCode0
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way ParallelismCode0
Measuring Alignment to Authoritarian State Media as Framing BiasCode0
Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric LearningCode0
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution PopulationsCode0
Be Aware of the Neighborhood Effect: Modeling Selection Bias under InterferenceCode0
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun ResolutionCode0
State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual PredictionCode0
Adaptive Unsupervised Self-training for Disfluency DetectionCode0
Falsification before Extrapolation in Causal Effect EstimationCode0
Representation Learning for Treatment Effect Estimation from Observational DataCode0
Representation Learning Preserving Ignorability and Covariate Matching for Treatment EffectsCode0
REST: Debiased Social Recommendation via Reconstructing Exposure StrategiesCode0
Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventionsCode0
More Powerful Selective Kernel Tests for Feature SelectionCode0
Towards Systematic Monolingual NLP Surveys: GenA of Greek NLPCode0
Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain ModelsCode0
GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language ModelsCode0
Robust Difference-in-differences ModelsCode0
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